Overview

Dataset statistics

Number of variables	22
Number of observations	9109
Missing cells	2225
Missing cells (%)	1.1%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	1.5 MiB
Average record size in memory	176.0 B

Variable types

DateTime	2
Numeric	12
Categorical	6
Text	2

Alerts

`depth` is highly overall correlated with `dmin` and 1 other fields	High correlation
`depthError` is highly overall correlated with `dmin`	High correlation
`dmin` is highly overall correlated with `depth` and 3 other fields	High correlation
`gap` is highly overall correlated with `nst`	High correlation
`latitude` is highly overall correlated with `locationSource` and 3 other fields	High correlation
`locationSource` is highly overall correlated with `latitude` and 4 other fields	High correlation
`longitude` is highly overall correlated with `latitude` and 3 other fields	High correlation
`mag` is highly overall correlated with `dmin` and 2 other fields	High correlation
`magNst` is highly overall correlated with `nst`	High correlation
`magSource` is highly overall correlated with `latitude` and 4 other fields	High correlation
`net` is highly overall correlated with `latitude` and 4 other fields	High correlation
`nst` is highly overall correlated with `gap` and 2 other fields	High correlation
`rms` is highly overall correlated with `depth` and 2 other fields	High correlation
`status` is highly overall correlated with `locationSource` and 2 other fields	High correlation
`magType` is highly imbalanced (54.9%)	Imbalance
`type` is highly imbalanced (92.3%)	Imbalance
`nst` has 308 (3.4%) missing values	Missing
`gap` has 310 (3.4%) missing values	Missing
`dmin` has 310 (3.4%) missing values	Missing
`horizontalError` has 553 (6.1%) missing values	Missing
`magError` has 352 (3.9%) missing values	Missing
`magNst` has 309 (3.4%) missing values	Missing
`id` has unique values	Unique
`updated` has unique values	Unique
`depth` has 95 (1.0%) zeros	Zeros
`dmin` has 461 (5.1%) zeros	Zeros
`horizontalError` has 1429 (15.7%) zeros	Zeros

Reproduction

Analysis started	2025-12-13 13:50:24.061276
Analysis finished	2025-12-13 13:50:58.886985
Duration	34.83 seconds
Software version	ydata-profiling vv4.18.0
Download configuration	config.json

time
Date

Distinct	9107
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Memory size	71.3 KiB

Minimum	2025-11-11 02:55:00.360000+00:00
Maximum	2025-12-11 02:44:15.295000+00:00
Invalid dates	0
Invalid dates (%)	0.0%

Histogram with fixed size bins (bins=50)

latitude
Real number (ℝ)

High correlation

Distinct	7522
Distinct (%)	82.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	40.703301

Minimum	-61.1342
Maximum	82.1015
Zeros	0
Zeros (%)	0.0%
Negative	300
Negative (%)	3.3%
Memory size	71.3 KiB

Quantile statistics

Minimum	-61.1342
5-th percentile	17.953033
Q1	33.691333
median	38.815834
Q3	57.8199
95-th percentile	62.201002
Maximum	82.1015
Range	143.2357
Interquartile range (IQR)	24.128567

Descriptive statistics

Standard deviation	17.625501
Coefficient of variation (CV)	0.43302387
Kurtosis	5.1094791
Mean	40.703301
Median Absolute Deviation (MAD)	6.720834
Skewness	-1.5300459
Sum	370766.37
Variance	310.65829
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
38.82383347	13	0.1%
38.82350159	12	0.1%
38.82466507	11	0.1%
38.82149887	10	0.1%
38.83166504	10	0.1%
38.83516693	10	0.1%
38.82483292	10	0.1%
38.83449936	10	0.1%
38.83383179	10	0.1%
38.8358345	10	0.1%
Other values (7512)	9003	98.8%

Value	Count	Frequency (%)
-61.1342	1	< 0.1%
-61.132	1	< 0.1%
-60.2641	1	< 0.1%
-60.18	1	< 0.1%
-60.1288	1	< 0.1%
-60.0847	1	< 0.1%
-60.0484	1	< 0.1%
-58.9814	1	< 0.1%
-58.8089	1	< 0.1%
-58.2041	1	< 0.1%

Value	Count	Frequency (%)
82.1015	1	< 0.1%
79.448	1	< 0.1%
73.3425	1	< 0.1%
73.2777	1	< 0.1%
73.2163	1	< 0.1%
73.1876	1	< 0.1%
73.1692	1	< 0.1%
69.57827759	1	< 0.1%
68.61201477	1	< 0.1%
68.50649261	1	< 0.1%

longitude
Real number (ℝ)

High correlation

Distinct	7902
Distinct (%)	86.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-114.19558

Minimum	-179.9638
Maximum	179.9727
Zeros	0
Zeros (%)	0.0%
Negative	8637
Negative (%)	94.8%
Memory size	71.3 KiB

Quantile statistics

Minimum	-179.9638
5-th percentile	-156.13962
Q1	-148.9031
median	-122.753
Q3	-115.66317
95-th percentile	23.07112
Maximum	179.9727
Range	359.9365
Interquartile range (IQR)	33.239933

Descriptive statistics

Standard deviation	61.128945
Coefficient of variation (CV)	-0.53530045
Kurtosis	11.537044
Mean	-114.19558
Median Absolute Deviation (MAD)	17.204602
Skewness	3.350703
Sum	-1040207.5
Variance	3736.7479
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-122.8184967	11	0.1%
-122.8171692	9	0.1%
-122.8160019	8	0.1%
-122.8154984	8	0.1%
-122.8131638	7	0.1%
-122.8166656	7	0.1%
-122.817337	7	0.1%
-122.8148346	7	0.1%
-122.8164978	7	0.1%
-122.7968369	7	0.1%
Other values (7892)	9031	99.1%

Value	Count	Frequency (%)
-179.9638	1	< 0.1%
-179.9311	1	< 0.1%
-179.8643	1	< 0.1%
-179.863	1	< 0.1%
-179.8568	1	< 0.1%
-179.7382	1	< 0.1%
-179.2722015	1	< 0.1%
-179.2193298	1	< 0.1%
-179.198	1	< 0.1%
-179.1925	1	< 0.1%

Value	Count	Frequency (%)
179.9727	1	< 0.1%
179.9218	1	< 0.1%
179.9072	1	< 0.1%
179.8571	1	< 0.1%
179.7906342	1	< 0.1%
179.7232666	1	< 0.1%
179.654	1	< 0.1%
179.6384	1	< 0.1%
179.5968333	1	< 0.1%
179.5595	1	< 0.1%

depth
Real number (ℝ)

High correlation Zeros

Distinct	4685
Distinct (%)	51.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20.213377

Minimum	-3.39
Maximum	660.76
Zeros	95
Zeros (%)	1.0%
Negative	298
Negative (%)	3.3%
Memory size	71.3 KiB

Quantile statistics

Minimum	-3.39
5-th percentile	0.24193362
Q1	2.6461372
median	7.074
Q3	14.21
95-th percentile	88.266984
Maximum	660.76
Range	664.15
Interquartile range (IQR)	11.563863

Descriptive statistics

Standard deviation	50.165355
Coefficient of variation (CV)	2.4817899
Kurtosis	74.060437
Mean	20.213377
Median Absolute Deviation (MAD)	4.814
Skewness	7.5494978
Sum	184123.65
Variance	2516.5628
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
10	399	4.4%
5	229	2.5%
0	95	1.0%
6.0999	81	0.9%
35	54	0.6%
2	23	0.3%
2.029999971	15	0.2%
8.9111	15	0.2%
1.950000048	12	0.1%
1.7	11	0.1%
Other values (4675)	8175	89.7%

Value	Count	Frequency (%)
-3.39	1	< 0.1%
-3.28	1	< 0.1%
-3.26	1	< 0.1%
-3.19	1	< 0.1%
-3.18	1	< 0.1%
-3.17	1	< 0.1%
-3.16	1	< 0.1%
-3.15	1	< 0.1%
-3.03	1	< 0.1%
-2.98	3	< 0.1%

Value	Count	Frequency (%)
660.76	1	< 0.1%
648.648	1	< 0.1%
637.509	1	< 0.1%
637.138	1	< 0.1%
630.985	1	< 0.1%
625.613	1	< 0.1%
623.109	1	< 0.1%
621.063	1	< 0.1%
607.093	1	< 0.1%
603.659	1	< 0.1%

mag
Real number (ℝ)

High correlation

Distinct	1718
Distinct (%)	18.9%
Missing	1
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	1.6558258

Minimum	-1.42
Maximum	7.6
Zeros	10
Zeros (%)	0.1%
Negative	428
Negative (%)	4.7%
Memory size	71.3 KiB

Quantile statistics

Minimum	-1.42
5-th percentile	0.03
Q1	0.82
median	1.47
Q3	2.1356625
95-th percentile	4.4830191
Maximum	7.6
Range	9.02
Interquartile range (IQR)	1.3156625

Descriptive statistics

Standard deviation	1.2486478
Coefficient of variation (CV)	0.75409371
Kurtosis	0.90846358
Mean	1.6558258
Median Absolute Deviation (MAD)	0.65563717
Skewness	0.93354691
Sum	15081.261
Variance	1.5591214
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.5	171	1.9%
1.6	146	1.6%
1.7	116	1.3%
1.8	112	1.2%
1.9	93	1.0%
4.5	90	1.0%
1.1	89	1.0%
4.4	88	1.0%
4.3	82	0.9%
1.4	81	0.9%
Other values (1708)	8040	88.3%

Value	Count	Frequency (%)
-1.42	1	< 0.1%
-1.31	1	< 0.1%
-1.29	1	< 0.1%
-1.24	1	< 0.1%
-1.23	1	< 0.1%
-1.18	2	< 0.1%
-1.17	3	< 0.1%
-1.16	3	< 0.1%
-1.13	2	< 0.1%
-1.12	1	< 0.1%

Value	Count	Frequency (%)
7.6	1	< 0.1%
7	1	< 0.1%
6.6	2	< 0.1%
6	1	< 0.1%
5.9	1	< 0.1%
5.8	6	0.1%
5.7	5	0.1%
5.6	6	0.1%
5.5	9	0.1%
5.4	9	0.1%

magType
Categorical

Imbalance

Distinct	8
Distinct (%)	0.1%
Missing	1
Missing (%)	< 0.1%
Memory size	71.3 KiB

ml	5444
md	2873
mb	661
mww	83
mwr	18
Other values (3)	29

Length

Max length	5
Median length	2
Mean length	2.0130654
Min length	2

Characters and Unicode

Total characters	18335
Distinct characters	9
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	ml
2nd row	ml
3rd row	ml
4th row	ml
5th row	md

Common Values

Value	Count	Frequency (%)
ml	5444	59.8%
md	2873	31.5%
mb	661	7.3%
mww	83	0.9%
mwr	18	0.2%
mw	15	0.2%
mh	8	0.1%
mb_lg	6	0.1%
(Missing)	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
ml	5444	59.8%
md	2873	31.5%
mb	661	7.3%
mww	83	0.9%
mwr	18	0.2%
mw	15	0.2%
mh	8	0.1%
mb_lg	6	0.1%

Most occurring characters

Value	Count	Frequency (%)
m	9108	49.7%
l	5450	29.7%
d	2873	15.7%
b	667	3.6%
w	199	1.1%
r	18	0.1%
h	8	< 0.1%
_	6	< 0.1%
g	6	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	18335	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
m	9108	49.7%
l	5450	29.7%
d	2873	15.7%
b	667	3.6%
w	199	1.1%
r	18	0.1%
h	8	< 0.1%
_	6	< 0.1%
g	6	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	18335	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
m	9108	49.7%
l	5450	29.7%
d	2873	15.7%
b	667	3.6%
w	199	1.1%
r	18	0.1%
h	8	< 0.1%
_	6	< 0.1%
g	6	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	18335	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
m	9108	49.7%
l	5450	29.7%
d	2873	15.7%
b	667	3.6%
w	199	1.1%
r	18	0.1%
h	8	< 0.1%
_	6	< 0.1%
g	6	< 0.1%

nst
Real number (ℝ)

High correlation Missing

Distinct	172
Distinct (%)	2.0%
Missing	308
Missing (%)	3.4%
Infinite	0
Infinite (%)	0.0%
Mean	26.75855

Minimum	0
Maximum	324
Zeros	4
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	71.3 KiB

Quantile statistics

Minimum	0
5-th percentile	5
Q1	11
median	20
Q3	34
95-th percentile	70
Maximum	324
Range	324
Interquartile range (IQR)	23

Descriptive statistics

Standard deviation	23.822177
Coefficient of variation (CV)	0.89026412
Kurtosis	19.132259
Mean	26.75855
Median Absolute Deviation (MAD)	10
Skewness	3.1774396
Sum	235502
Variance	567.49613
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
11	346	3.8%
10	335	3.7%
9	326	3.6%
8	326	3.6%
5	325	3.6%
13	297	3.3%
12	294	3.2%
15	286	3.1%
14	277	3.0%
7	269	3.0%
Other values (162)	5720	62.8%
(Missing)	308	3.4%

Value	Count	Frequency (%)
0	4	< 0.1%
3	13	0.1%
4	135	1.5%
5	325	3.6%
6	164	1.8%
7	269	3.0%
8	326	3.6%
9	326	3.6%
10	335	3.7%
11	346	3.8%

Value	Count	Frequency (%)
324	1	< 0.1%
311	1	< 0.1%
310	1	< 0.1%
273	1	< 0.1%
263	1	< 0.1%
255	1	< 0.1%
249	1	< 0.1%
244	1	< 0.1%
225	1	< 0.1%
215	1	< 0.1%

gap
Real number (ℝ)

High correlation Missing

Distinct	1514
Distinct (%)	17.2%
Missing	310
Missing (%)	3.4%
Infinite	0
Infinite (%)	0.0%
Mean	102.59984

Minimum	12
Maximum	347
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	71.3 KiB

Quantile statistics

Minimum	12
5-th percentile	36
Q1	60
median	85
Q3	127
95-th percentile	234.38735
Maximum	347
Range	335
Interquartile range (IQR)	67

Descriptive statistics

Standard deviation	59.997069
Coefficient of variation (CV)	0.58476766
Kurtosis	1.4777533
Mean	102.59984
Median Absolute Deviation (MAD)	30
Skewness	1.3192013
Sum	902776
Variance	3599.6483
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
56	101	1.1%
60	97	1.1%
71	92	1.0%
65	89	1.0%
57	89	1.0%
58	88	1.0%
63	87	1.0%
68	87	1.0%
84	85	0.9%
55	85	0.9%
Other values (1504)	7899	86.7%
(Missing)	310	3.4%

Value	Count	Frequency (%)
12	1	< 0.1%
13.68206787	1	< 0.1%
14	2	< 0.1%
15	1	< 0.1%
16	7	0.1%
17	12	0.1%
17.36195374	1	< 0.1%
18	7	0.1%
18.08319092	1	< 0.1%
18.61997986	1	< 0.1%

Value	Count	Frequency (%)
347	2	< 0.1%
344	1	< 0.1%
341	1	< 0.1%
335	1	< 0.1%
334	1	< 0.1%
333.4347839	1	< 0.1%
331.7560425	1	< 0.1%
331	1	< 0.1%
328.4925156	1	< 0.1%
328.3969421	1	< 0.1%

dmin
Real number (ℝ)

High correlation Missing Zeros

Distinct	6532
Distinct (%)	74.2%
Missing	310
Missing (%)	3.4%
Infinite	0
Infinite (%)	0.0%
Mean	0.42228892

Minimum	0
Maximum	42.586
Zeros	461
Zeros (%)	5.1%
Negative	0
Negative (%)	0.0%
Memory size	71.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.01585
median	0.06511
Q3	0.25462501
95-th percentile	1.8961
Maximum	42.586
Range	42.586
Interquartile range (IQR)	0.23877501

Descriptive statistics

Standard deviation	1.6185278
Coefficient of variation (CV)	3.8327498
Kurtosis	179.70437
Mean	0.42228892
Median Absolute Deviation (MAD)	0.05649
Skewness	11.217183
Sum	3715.7202
Variance	2.6196321
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	461	5.1%
0.1	266	2.9%
0.5	122	1.3%
0.2	74	0.8%
0.4	30	0.3%
0.3	17	0.2%
0.6	9	0.1%
0.7	7	0.1%
0.1412	6	0.1%
0.459	6	0.1%
Other values (6522)	7801	85.6%
(Missing)	310	3.4%

Value	Count	Frequency (%)
0	461	5.1%
0.0003874	1	< 0.1%
0.0004377	1	< 0.1%
0.0004436	1	< 0.1%
0.0006083	1	< 0.1%
0.0006537	1	< 0.1%
0.0007116	1	< 0.1%
0.000717	1	< 0.1%
0.0007302	1	< 0.1%
0.0007788	1	< 0.1%

Value	Count	Frequency (%)
42.586	1	< 0.1%
32.633	1	< 0.1%
31.433	1	< 0.1%
30.72	1	< 0.1%
30.658	1	< 0.1%
29.405	1	< 0.1%
27.237	1	< 0.1%
26.738	1	< 0.1%
24.793	1	< 0.1%
24.189	1	< 0.1%

rms
Real number (ℝ)

High correlation

Distinct	1475
Distinct (%)	16.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.31424635

Minimum	0
Maximum	5.1789552
Zeros	16
Zeros (%)	0.2%
Negative	0
Negative (%)	0.0%
Memory size	71.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0.01
Q1	0.08
median	0.17
Q3	0.49297636
95-th percentile	1
Maximum	5.1789552
Range	5.1789552
Interquartile range (IQR)	0.41297636

Descriptive statistics

Standard deviation	0.34736779
Coefficient of variation (CV)	1.1053996
Kurtosis	10.575825
Mean	0.31424635
Median Absolute Deviation (MAD)	0.12
Skewness	2.1820667
Sum	2862.47
Variance	0.12066438
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.2	563	6.2%
0.02	558	6.1%
0.1	467	5.1%
0.01	441	4.8%
0.03	296	3.2%
0.14	228	2.5%
0.16	226	2.5%
0.07	224	2.5%
0.13	221	2.4%
0.17	216	2.4%
Other values (1465)	5669	62.2%

Value	Count	Frequency (%)
0	16	0.2%
0.01	441	4.8%
0.02	558	6.1%
0.02219690855	1	< 0.1%
0.03	296	3.2%
0.04	192	2.1%
0.05	158	1.7%
0.0500000007	1	< 0.1%
0.0514	1	< 0.1%
0.0567	1	< 0.1%

Value	Count	Frequency (%)
5.178955175	1	< 0.1%
4.269992033	1	< 0.1%
4.192686712	1	< 0.1%
2.981985571	1	< 0.1%
2.890616566	1	< 0.1%
2.440514644	1	< 0.1%
2.4	1	< 0.1%
2.366123316	1	< 0.1%
2.243941029	1	< 0.1%
2.154062443	1	< 0.1%

net
Categorical

High correlation

Distinct	14
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	71.3 KiB

nc	2175
ak	1736
ci	1157
us	1096
tx	744
Other values (9)	2201

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Characters and Unicode

Total characters	18218
Distinct characters	17
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	ak
2nd row	ak
3rd row	ci
4th row	ci
5th row	pr

Common Values

Value	Count	Frequency (%)
nc	2175	23.9%
ak	1736	19.1%
ci	1157	12.7%
us	1096	12.0%
tx	744	8.2%
av	643	7.1%
uu	445	4.9%
hv	361	4.0%
uw	306	3.4%
ok	154	1.7%
Other values (4)	292	3.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
nc	2175	23.9%
ak	1736	19.1%
ci	1157	12.7%
us	1096	12.0%
tx	744	8.2%
av	643	7.1%
uu	445	4.9%
hv	361	4.0%
uw	306	3.4%
ok	154	1.7%
Other values (4)	292	3.2%

Most occurring characters

Value	Count	Frequency (%)
c	3332	18.3%
n	2389	13.1%
a	2379	13.1%
u	2292	12.6%
k	1890	10.4%
i	1157	6.4%
s	1110	6.1%
v	1004	5.5%
t	744	4.1%
x	744	4.1%
Other values (7)	1177	6.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	18218	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
c	3332	18.3%
n	2389	13.1%
a	2379	13.1%
u	2292	12.6%
k	1890	10.4%
i	1157	6.4%
s	1110	6.1%
v	1004	5.5%
t	744	4.1%
x	744	4.1%
Other values (7)	1177	6.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	18218	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
c	3332	18.3%
n	2389	13.1%
a	2379	13.1%
u	2292	12.6%
k	1890	10.4%
i	1157	6.4%
s	1110	6.1%
v	1004	5.5%
t	744	4.1%
x	744	4.1%
Other values (7)	1177	6.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	18218	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
c	3332	18.3%
n	2389	13.1%
a	2379	13.1%
u	2292	12.6%
k	1890	10.4%
i	1157	6.4%
s	1110	6.1%
v	1004	5.5%
t	744	4.1%
x	744	4.1%
Other values (7)	1177	6.5%

id
Text

Unique

Distinct	9109
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	71.3 KiB

Length

Max length	12
Median length	10
Mean length	10.549566
Min length	10

Characters and Unicode

Total characters	96096
Distinct characters	36
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	9109 ?
Unique (%)	100.0%

Sample

1st row	ak2025yhrghl
2nd row	ak2025yhqyiw
3rd row	ci41137119
4th row	ci41137111
5th row	pr71502003

Value	Count	Frequency (%)
ci41137087	1	< 0.1%
uw62203952	1	< 0.1%
ak2025yhrghl	1	< 0.1%
ak2025yhqyiw	1	< 0.1%
ci41137119	1	< 0.1%
ak025eh0w2rm	1	< 0.1%
us7000regf	1	< 0.1%
us7000reg8	1	< 0.1%
av93881801	1	< 0.1%
ci40483634	1	< 0.1%
Other values (9099)	9099	99.9%

Most occurring characters

Value	Count	Frequency (%)
2	10903	11.3%
0	9265	9.6%
5	7300	7.6%
7	6085	6.3%
1	6050	6.3%
6	5923	6.2%
c	3942	4.1%
4	3869	4.0%
3	3514	3.7%
n	3059	3.2%
Other values (26)	36186	37.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	96096	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
2	10903	11.3%
0	9265	9.6%
5	7300	7.6%
7	6085	6.3%
1	6050	6.3%
6	5923	6.2%
c	3942	4.1%
4	3869	4.0%
3	3514	3.7%
n	3059	3.2%
Other values (26)	36186	37.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	96096	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
2	10903	11.3%
0	9265	9.6%
5	7300	7.6%
7	6085	6.3%
1	6050	6.3%
6	5923	6.2%
c	3942	4.1%
4	3869	4.0%
3	3514	3.7%
n	3059	3.2%
Other values (26)	36186	37.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	96096	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
2	10903	11.3%
0	9265	9.6%
5	7300	7.6%
7	6085	6.3%
1	6050	6.3%
6	5923	6.2%
c	3942	4.1%
4	3869	4.0%
3	3514	3.7%
n	3059	3.2%
Other values (26)	36186	37.7%

updated
Date

Unique

Distinct	9109
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	71.3 KiB

Minimum	2025-11-11 03:17:29.664000+00:00
Maximum	2025-12-11 02:45:52.387000+00:00
Invalid dates	0
Invalid dates (%)	0.0%

Histogram with fixed size bins (bins=50)

place
Text

Distinct	4796
Distinct (%)	52.7%
Missing	0
Missing (%)	0.0%
Memory size	71.3 KiB

Length

Max length	57
Median length	49
Mean length	27.565924
Min length	8

Characters and Unicode

Total characters	251098
Distinct characters	89
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	3858 ?
Unique (%)	42.4%

Sample

1st row	70 km SSE of Cantwell, Alaska
2nd row	19 km N of Fishhook, Alaska
3rd row	8 km SE of Big Bear City, CA
4th row	9 km SW of Idyllwild, CA
5th row	1 km WSW of Guayanilla, Puerto Rico

Value	Count	Frequency (%)
of	8987	15.4%
km	8947	15.3%
ca	3303	5.7%
alaska	2729	4.7%
nw	1149	2.0%
the	1043	1.8%
geysers	1016	1.7%
n	782	1.3%
w	713	1.2%
wnw	699	1.2%
Other values (1670)	29003	49.7%

Most occurring characters

Value	Count	Frequency (%)
	49262	19.6%
a	16576	6.6%
o	15561	6.2%
k	13881	5.5%
m	10215	4.1%
e	9697	3.9%
f	9354	3.7%
,	9022	3.6%
s	8844	3.5%
l	7778	3.1%
Other values (79)	100908	40.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	251098	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	49262	19.6%
a	16576	6.6%
o	15561	6.2%
k	13881	5.5%
m	10215	4.1%
e	9697	3.9%
f	9354	3.7%
,	9022	3.6%
s	8844	3.5%
l	7778	3.1%
Other values (79)	100908	40.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	251098	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	49262	19.6%
a	16576	6.6%
o	15561	6.2%
k	13881	5.5%
m	10215	4.1%
e	9697	3.9%
f	9354	3.7%
,	9022	3.6%
s	8844	3.5%
l	7778	3.1%
Other values (79)	100908	40.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	251098	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	49262	19.6%
a	16576	6.6%
o	15561	6.2%
k	13881	5.5%
m	10215	4.1%
e	9697	3.9%
f	9354	3.7%
,	9022	3.6%
s	8844	3.5%
l	7778	3.1%
Other values (79)	100908	40.2%

type
Categorical

Imbalance

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	71.3 KiB

earthquake	8946
quarry blast	76
explosion	73
ice quake	14

Length

Max length	12
Median length	10
Mean length	10.007136
Min length	9

Characters and Unicode

Total characters	91155
Distinct characters	19
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	earthquake
2nd row	earthquake
3rd row	earthquake
4th row	earthquake
5th row	earthquake

Common Values

Value	Count	Frequency (%)
earthquake	8946	98.2%
quarry blast	76	0.8%
explosion	73	0.8%
ice quake	14	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
earthquake	8946	97.2%
quarry	76	0.8%
blast	76	0.8%
explosion	73	0.8%
ice	14	0.2%
quake	14	0.2%

Most occurring characters

Value	Count	Frequency (%)
a	18058	19.8%
e	17993	19.7%
r	9098	10.0%
u	9036	9.9%
q	9036	9.9%
t	9022	9.9%
k	8960	9.8%
h	8946	9.8%
l	149	0.2%
s	149	0.2%
Other values (9)	708	0.8%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	91155	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
a	18058	19.8%
e	17993	19.7%
r	9098	10.0%
u	9036	9.9%
q	9036	9.9%
t	9022	9.9%
k	8960	9.8%
h	8946	9.8%
l	149	0.2%
s	149	0.2%
Other values (9)	708	0.8%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	91155	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
a	18058	19.8%
e	17993	19.7%
r	9098	10.0%
u	9036	9.9%
q	9036	9.9%
t	9022	9.9%
k	8960	9.8%
h	8946	9.8%
l	149	0.2%
s	149	0.2%
Other values (9)	708	0.8%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	91155	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
a	18058	19.8%
e	17993	19.7%
r	9098	10.0%
u	9036	9.9%
q	9036	9.9%
t	9022	9.9%
k	8960	9.8%
h	8946	9.8%
l	149	0.2%
s	149	0.2%
Other values (9)	708	0.8%

horizontalError
Real number (ℝ)

Missing Zeros

Distinct	1678
Distinct (%)	19.6%
Missing	553
Missing (%)	6.1%
Infinite	0
Infinite (%)	0.0%
Mean	1.3082606

Minimum	0
Maximum	26.59
Zeros	1429
Zeros (%)	15.7%
Negative	0
Negative (%)	0.0%
Memory size	71.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.18
median	0.33
Q3	0.73
95-th percentile	8.35
Maximum	26.59
Range	26.59
Interquartile range (IQR)	0.55

Descriptive statistics

Standard deviation	2.7563756
Coefficient of variation (CV)	2.106901
Kurtosis	10.480106
Mean	1.3082606
Median Absolute Deviation (MAD)	0.21
Skewness	3.1870808
Sum	11193.478
Variance	7.5976067
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1429	15.7%
0.21	175	1.9%
0.24	168	1.8%
0.22	164	1.8%
0.25	154	1.7%
0.23	154	1.7%
0.19	146	1.6%
0.29	145	1.6%
0.27	145	1.6%
0.2	139	1.5%
Other values (1668)	5737	63.0%
(Missing)	553	6.1%

Value	Count	Frequency (%)
0	1429	15.7%
0.08	2	< 0.1%
0.09	11	0.1%
0.1	18	0.2%
0.11	26	0.3%
0.12	44	0.5%
0.13	54	0.6%
0.14	83	0.9%
0.15	110	1.2%
0.16	121	1.3%

Value	Count	Frequency (%)
26.59	1	< 0.1%
19.95	1	< 0.1%
19.69	1	< 0.1%
19.35	1	< 0.1%
19.12	1	< 0.1%
19.05	1	< 0.1%
18.36	1	< 0.1%
18.07	1	< 0.1%
18.04	1	< 0.1%
17.88	1	< 0.1%

depthError
Real number (ℝ)

High correlation

Distinct	3466
Distinct (%)	38.4%
Missing	81
Missing (%)	0.9%
Infinite	0
Infinite (%)	0.0%
Mean	2.3888875

Minimum	0
Maximum	115.88538
Zeros	88
Zeros (%)	1.0%
Negative	0
Negative (%)	0.0%
Memory size	71.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0.29
Q1	0.5
median	0.86659007
Q3	2.14
95-th percentile	8.3235
Maximum	115.88538
Range	115.88538
Interquartile range (IQR)	1.64

Descriptive statistics

Standard deviation	4.7176496
Coefficient of variation (CV)	1.9748312
Kurtosis	72.00844
Mean	2.3888875
Median Absolute Deviation (MAD)	0.49659006
Skewness	6.4043681
Sum	21566.877
Variance	22.256218
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.5	124	1.4%
31.61	122	1.3%
0.3	118	1.3%
0.4	112	1.2%
0	88	1.0%
0.37	74	0.8%
0.6	71	0.8%
0.46	69	0.8%
0.34	66	0.7%
0.41	65	0.7%
Other values (3456)	8119	89.1%
(Missing)	81	0.9%

Value	Count	Frequency (%)
0	88	1.0%
0.08	1	< 0.1%
0.1	3	< 0.1%
0.11	2	< 0.1%
0.12	3	< 0.1%
0.13	3	< 0.1%
0.14	6	0.1%
0.15	4	< 0.1%
0.150000006	1	< 0.1%
0.16	10	0.1%

Value	Count	Frequency (%)
115.885376	1	< 0.1%
84.9377	1	< 0.1%
67.4867	1	< 0.1%
41.12413025	1	< 0.1%
40.71053696	1	< 0.1%
35.09	1	< 0.1%
34.8	1	< 0.1%
32.76580811	1	< 0.1%
31.61	122	1.3%
28.75	1	< 0.1%

magError
Real number (ℝ)

Missing

Distinct	4467
Distinct (%)	51.0%
Missing	352
Missing (%)	3.9%
Infinite	0
Infinite (%)	0.0%
Mean	0.19745428

Minimum	0
Maximum	1.45
Zeros	42
Zeros (%)	0.5%
Negative	0
Negative (%)	0.0%
Memory size	71.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0.05
Q1	0.11
median	0.17548281
Q3	0.24717988
95-th percentile	0.43072263
Maximum	1.45
Range	1.45
Interquartile range (IQR)	0.13717988

Descriptive statistics

Standard deviation	0.12697903
Coefficient of variation (CV)	0.64308063
Kurtosis	9.883018
Mean	0.19745428
Median Absolute Deviation (MAD)	0.068345311
Skewness	2.153045
Sum	1729.1072
Variance	0.016123673
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.1	477	5.2%
0.2	462	5.1%
0.15	115	1.3%
0.3	92	1.0%
0.12	88	1.0%
0.13	86	0.9%
0.11	84	0.9%
0.14	83	0.9%
0.17	83	0.9%
0.16	83	0.9%
Other values (4457)	7104	78.0%
(Missing)	352	3.9%

Value	Count	Frequency (%)
0	42	0.5%
0.0005622521744	1	< 0.1%
0.0008122347299	1	< 0.1%
0.001	1	< 0.1%
0.002	1	< 0.1%
0.003	1	< 0.1%
0.007006576724	1	< 0.1%
0.009	1	< 0.1%
0.01	2	< 0.1%
0.01091624193	1	< 0.1%

Value	Count	Frequency (%)
1.45	1	< 0.1%
1.402819109	1	< 0.1%
1.4	1	< 0.1%
1.38	1	< 0.1%
1.37	1	< 0.1%
1.29	1	< 0.1%
1.26	1	< 0.1%
1.17	1	< 0.1%
1.058792443	1	< 0.1%
1.050977535	1	< 0.1%

magNst
Real number (ℝ)

High correlation Missing

Distinct	180
Distinct (%)	2.0%
Missing	309
Missing (%)	3.4%
Infinite	0
Infinite (%)	0.0%
Mean	18.386818

Minimum	0
Maximum	754
Zeros	8
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	71.3 KiB

Quantile statistics

Minimum	0
5-th percentile	4
Q1	6
median	11
Q3	20
95-th percentile	57
Maximum	754
Range	754
Interquartile range (IQR)	14

Descriptive statistics

Standard deviation	27.865056
Coefficient of variation (CV)	1.5154909
Kurtosis	142.68873
Mean	18.386818
Median Absolute Deviation (MAD)	6
Skewness	8.8966846
Sum	161804
Variance	776.46133
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4	791	8.7%
5	637	7.0%
7	527	5.8%
6	505	5.5%
8	469	5.1%
10	436	4.8%
9	379	4.2%
12	329	3.6%
13	323	3.5%
11	317	3.5%
Other values (170)	4087	44.9%
(Missing)	309	3.4%

Value	Count	Frequency (%)
0	8	0.1%
1	37	0.4%
2	106	1.2%
3	208	2.3%
4	791	8.7%
5	637	7.0%
6	505	5.5%
7	527	5.8%
8	469	5.1%
9	379	4.2%

Value	Count	Frequency (%)
754	1	< 0.1%
669	1	< 0.1%
502	1	< 0.1%
474	1	< 0.1%
450	1	< 0.1%
375	1	< 0.1%
351	1	< 0.1%
342	1	< 0.1%
339	2	< 0.1%
321	1	< 0.1%

status
Categorical

High correlation

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	71.3 KiB

reviewed	6473
automatic	2636

Length

Max length	9
Median length	8
Mean length	8.2893841
Min length	8

Characters and Unicode

Total characters	75508
Distinct characters	12
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	automatic
2nd row	automatic
3rd row	automatic
4th row	automatic
5th row	reviewed

Common Values

Value	Count	Frequency (%)
reviewed	6473	71.1%
automatic	2636	28.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
reviewed	6473	71.1%
automatic	2636	28.9%

Most occurring characters

Value	Count	Frequency (%)
e	19419	25.7%
i	9109	12.1%
r	6473	8.6%
v	6473	8.6%
w	6473	8.6%
d	6473	8.6%
a	5272	7.0%
t	5272	7.0%
u	2636	3.5%
o	2636	3.5%
Other values (2)	5272	7.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	75508	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	19419	25.7%
i	9109	12.1%
r	6473	8.6%
v	6473	8.6%
w	6473	8.6%
d	6473	8.6%
a	5272	7.0%
t	5272	7.0%
u	2636	3.5%
o	2636	3.5%
Other values (2)	5272	7.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	75508	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	19419	25.7%
i	9109	12.1%
r	6473	8.6%
v	6473	8.6%
w	6473	8.6%
d	6473	8.6%
a	5272	7.0%
t	5272	7.0%
u	2636	3.5%
o	2636	3.5%
Other values (2)	5272	7.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	75508	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	19419	25.7%
i	9109	12.1%
r	6473	8.6%
v	6473	8.6%
w	6473	8.6%
d	6473	8.6%
a	5272	7.0%
t	5272	7.0%
u	2636	3.5%
o	2636	3.5%
Other values (2)	5272	7.0%

locationSource
Categorical

High correlation

Distinct	15
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	71.3 KiB

nc	2175
ak	1736
ci	1157
us	1094
tx	744
Other values (10)	2203

Length

Max length	4
Median length	2
Mean length	2.0004391
Min length	2

Characters and Unicode

Total characters	18222
Distinct characters	17
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	ak
2nd row	ak
3rd row	ci
4th row	ci
5th row	pr

Common Values

Value	Count	Frequency (%)
nc	2175	23.9%
ak	1736	19.1%
ci	1157	12.7%
us	1094	12.0%
tx	744	8.2%
av	643	7.1%
uu	445	4.9%
hv	361	4.0%
uw	306	3.4%
ok	154	1.7%
Other values (5)	294	3.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
nc	2175	23.9%
ak	1736	19.1%
ci	1157	12.7%
us	1094	12.0%
tx	744	8.2%
av	643	7.1%
uu	445	4.9%
hv	361	4.0%
uw	306	3.4%
ok	154	1.7%
Other values (5)	294	3.2%

Most occurring characters

Value	Count	Frequency (%)
c	3334	18.3%
n	2389	13.1%
a	2379	13.1%
u	2290	12.6%
k	1890	10.4%
i	1157	6.3%
s	1110	6.1%
v	1004	5.5%
t	744	4.1%
x	744	4.1%
Other values (7)	1181	6.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	18222	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
c	3334	18.3%
n	2389	13.1%
a	2379	13.1%
u	2290	12.6%
k	1890	10.4%
i	1157	6.3%
s	1110	6.1%
v	1004	5.5%
t	744	4.1%
x	744	4.1%
Other values (7)	1181	6.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	18222	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
c	3334	18.3%
n	2389	13.1%
a	2379	13.1%
u	2290	12.6%
k	1890	10.4%
i	1157	6.3%
s	1110	6.1%
v	1004	5.5%
t	744	4.1%
x	744	4.1%
Other values (7)	1181	6.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	18222	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
c	3334	18.3%
n	2389	13.1%
a	2379	13.1%
u	2290	12.6%
k	1890	10.4%
i	1157	6.3%
s	1110	6.1%
v	1004	5.5%
t	744	4.1%
x	744	4.1%
Other values (7)	1181	6.5%

magSource
Categorical

High correlation

Distinct	14
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	71.3 KiB

nc	2175
ak	1735
ci	1157
us	1097
tx	744
Other values (9)	2201

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Characters and Unicode

Total characters	18218
Distinct characters	17
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	ak
2nd row	ak
3rd row	ci
4th row	ci
5th row	pr

Common Values

Value	Count	Frequency (%)
nc	2175	23.9%
ak	1735	19.0%
ci	1157	12.7%
us	1097	12.0%
tx	744	8.2%
av	643	7.1%
uu	445	4.9%
hv	361	4.0%
uw	306	3.4%
ok	154	1.7%
Other values (4)	292	3.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
nc	2175	23.9%
ak	1735	19.0%
ci	1157	12.7%
us	1097	12.0%
tx	744	8.2%
av	643	7.1%
uu	445	4.9%
hv	361	4.0%
uw	306	3.4%
ok	154	1.7%
Other values (4)	292	3.2%

Most occurring characters

Value	Count	Frequency (%)
c	3332	18.3%
n	2389	13.1%
a	2378	13.1%
u	2293	12.6%
k	1889	10.4%
i	1157	6.4%
s	1111	6.1%
v	1004	5.5%
t	744	4.1%
x	744	4.1%
Other values (7)	1177	6.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	18218	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
c	3332	18.3%
n	2389	13.1%
a	2378	13.1%
u	2293	12.6%
k	1889	10.4%
i	1157	6.4%
s	1111	6.1%
v	1004	5.5%
t	744	4.1%
x	744	4.1%
Other values (7)	1177	6.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	18218	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
c	3332	18.3%
n	2389	13.1%
a	2378	13.1%
u	2293	12.6%
k	1889	10.4%
i	1157	6.4%
s	1111	6.1%
v	1004	5.5%
t	744	4.1%
x	744	4.1%
Other values (7)	1177	6.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	18218	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
c	3332	18.3%
n	2389	13.1%
a	2378	13.1%
u	2293	12.6%
k	1889	10.4%
i	1157	6.4%
s	1111	6.1%
v	1004	5.5%
t	744	4.1%
x	744	4.1%
Other values (7)	1177	6.5%

Interactions

Correlations

	depth	depthError	dmin	gap	horizontalError	latitude	locationSource	longitude	mag	magError	magNst	magSource	magType	net	nst	rms	status	type
depth	1.000	0.320	0.533	0.041	0.075	-0.080	0.167	0.019	0.491	-0.045	0.126	0.167	0.164	0.167	0.418	0.503	0.127	0.000
depthError	0.320	1.000	0.618	0.338	0.241	0.229	0.157	-0.118	0.387	-0.018	-0.196	0.157	0.053	0.157	-0.107	0.498	0.074	0.416
dmin	0.533	0.618	1.000	0.156	0.059	0.147	0.129	-0.020	0.645	-0.077	0.082	0.129	0.183	0.129	0.293	0.743	0.081	0.000
gap	0.041	0.338	0.156	1.000	0.413	0.117	0.222	-0.208	-0.027	-0.002	-0.371	0.222	0.093	0.222	-0.514	0.006	0.072	0.051
horizontalError	0.075	0.241	0.059	0.413	1.000	-0.395	0.313	0.326	0.102	-0.456	0.127	0.312	0.347	0.312	-0.171	0.006	0.202	0.000
latitude	-0.080	0.229	0.147	0.117	-0.395	1.000	0.528	-0.613	-0.039	0.328	-0.351	0.528	0.330	0.528	-0.287	0.230	0.262	0.139
locationSource	0.167	0.157	0.129	0.222	0.313	0.528	1.000	0.557	0.419	0.242	0.111	1.000	0.472	1.000	0.164	0.314	0.615	0.320
longitude	0.019	-0.118	-0.020	-0.208	0.326	-0.613	0.557	1.000	0.064	-0.296	0.249	0.551	0.355	0.551	0.215	-0.065	0.323	0.072
mag	0.491	0.387	0.645	-0.027	0.102	-0.039	0.419	0.064	1.000	-0.167	0.374	0.418	0.448	0.417	0.552	0.675	0.307	0.061
magError	-0.045	-0.018	-0.077	-0.002	-0.456	0.328	0.242	-0.296	-0.167	1.000	-0.319	0.243	0.141	0.243	-0.125	0.016	0.173	0.079
magNst	0.126	-0.196	0.082	-0.371	0.127	-0.351	0.111	0.249	0.374	-0.319	1.000	0.112	0.106	0.111	0.673	0.115	0.095	0.000
magSource	0.167	0.157	0.129	0.222	0.312	0.528	1.000	0.551	0.418	0.243	0.112	1.000	0.469	1.000	0.164	0.314	0.615	0.320
magType	0.164	0.053	0.183	0.093	0.347	0.330	0.472	0.355	0.448	0.141	0.106	0.469	1.000	0.468	0.212	0.208	0.363	0.050
net	0.167	0.157	0.129	0.222	0.312	0.528	1.000	0.551	0.417	0.243	0.111	1.000	0.468	1.000	0.164	0.314	0.615	0.320
nst	0.418	-0.107	0.293	-0.514	-0.171	-0.287	0.164	0.215	0.552	-0.125	0.673	0.164	0.212	0.164	1.000	0.425	0.133	0.024
rms	0.503	0.498	0.743	0.006	0.006	0.230	0.314	-0.065	0.675	0.016	0.115	0.314	0.208	0.314	0.425	1.000	0.075	0.114
status	0.127	0.074	0.081	0.072	0.202	0.262	0.615	0.323	0.307	0.173	0.095	0.615	0.363	0.615	0.133	0.075	1.000	0.084
type	0.000	0.416	0.000	0.051	0.000	0.139	0.320	0.072	0.061	0.079	0.000	0.320	0.050	0.320	0.024	0.114	0.084	1.000

Missing values

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

Sample

	time	latitude	longitude	depth	mag	magType	nst	gap	dmin	rms	net	id	updated	place	type	horizontalError	depthError	magError	magNst	status	locationSource	magSource
0	2025-12-11T02:44:15.295Z	62.841000	-148.271000	63.700	2.30	ml	45.0	40.0	0.10000	0.80	ak	ak2025yhrghl	2025-12-11T02:45:52.387Z	70 km SSE of Cantwell, Alaska	earthquake	0.00	2.9581	0.400000	4.0	automatic	ak	ak
1	2025-12-11T02:35:00.746Z	61.918000	-149.267000	2.600	2.00	ml	23.0	55.0	0.20000	0.90	ak	ak2025yhqyiw	2025-12-11T02:37:16.578Z	19 km N of Fishhook, Alaska	earthquake	0.00	2.4720	0.400000	6.0	automatic	ak	ak
2	2025-12-11T02:21:24.210Z	34.200167	-116.790000	1.460	0.80	ml	29.0	49.0	0.12480	0.12	ci	ci41137119	2025-12-11T02:25:01.452Z	8 km SE of Big Bear City, CA	earthquake	0.13	0.3700	0.164601	10.0	automatic	ci	ci
3	2025-12-11T02:11:50.960Z	33.677167	-116.778500	17.800	0.98	ml	52.0	26.0	0.06663	0.15	ci	ci41137111	2025-12-11T02:22:28.550Z	9 km SW of Idyllwild, CA	earthquake	0.16	0.2900	0.194697	27.0	automatic	ci	ci
4	2025-12-11T01:58:23.900Z	18.014667	-66.807333	15.890	2.35	md	11.0	154.0	0.04836	0.16	pr	pr71502003	2025-12-11T02:19:14.620Z	1 km WSW of Guayanilla, Puerto Rico	earthquake	0.44	0.7500	0.134838	5.0	reviewed	pr	pr
5	2025-12-11T01:51:37.200Z	35.705000	-117.517833	9.070	2.36	ml	45.0	54.0	0.08635	0.15	ci	ci41137087	2025-12-11T02:07:14.335Z	12 km SW of Searles Valley, CA	earthquake	0.14	0.4400	0.182006	25.0	reviewed	ci	ci
6	2025-12-11T01:38:11.516Z	60.548800	-139.749800	5.000	3.00	ml	32.0	72.0	0.51900	0.80	us	us6000ru1t	2025-12-11T02:10:44.040Z	111 km N of Yakutat, Alaska	earthquake	3.28	1.9830	0.040000	83.0	reviewed	us	us
7	2025-12-11T01:29:19.022Z	60.407600	-139.511800	4.431	2.80	ml	25.0	110.0	0.48400	0.78	us	us6000ru1q	2025-12-11T02:28:12.040Z	96 km N of Yakutat, Alaska	earthquake	2.19	7.6860	0.051000	50.0	reviewed	us	us
8	2025-12-11T01:28:27.170Z	33.385667	-116.750500	12.500	0.25	ml	23.0	43.0	0.09915	0.14	ci	ci41137079	2025-12-11T01:32:00.985Z	11 km ENE of Palomar Observatory, CA	earthquake	0.20	0.6700	0.168400	5.0	automatic	ci	ci
9	2025-12-11T01:06:11.040Z	34.160167	-117.787167	13.870	1.72	ml	14.0	82.0	0.06909	0.12	ci	ci41137071	2025-12-11T01:09:52.975Z	6 km NNE of San Dimas, CA	earthquake	0.34	0.5400	0.322915	22.0	automatic	ci	ci

	time	latitude	longitude	depth	mag	magType	nst	gap	dmin	rms	net	id	updated	place	type	horizontalError	depthError	magError	magNst	status	locationSource	magSource
9099	2025-11-11T03:53:39.388Z	31.707000	-104.175000	7.3816	1.90	ml	43.0	62.0	0.100000	0.20	tx	tx2025wertnc	2025-11-11T08:09:08.712Z	54 km W of Mentone, Texas	earthquake	0.447808	0.613615	0.100000	23.0	reviewed	tx	tx
9100	2025-11-11T03:46:31.723Z	61.069400	-152.466900	126.3000	1.60	ml	NaN	NaN	NaN	0.24	ak	ak025eh0cjr8	2025-11-11T03:48:30.859Z	71 km W of Tyonek, Alaska	earthquake	NaN	2.100000	NaN	NaN	automatic	ak	ak
9101	2025-11-11T03:44:28.924Z	59.460100	-151.381400	52.7000	1.90	ml	NaN	NaN	NaN	0.74	ak	ak025eh0c467	2025-11-11T03:48:20.988Z	15 km E of Seldovia Village, Alaska	earthquake	NaN	0.500000	NaN	NaN	automatic	ak	ak
9102	2025-11-11T03:35:09.463Z	57.217800	-156.494400	14.2000	2.50	ml	NaN	NaN	NaN	0.84	ak	ak025eh0a55u	2025-12-07T23:35:13.040Z	63 km ESE of Ugashik, Alaska	earthquake	NaN	1.100000	NaN	NaN	automatic	ak	ak
9103	2025-11-11T03:28:36.731Z	13.755300	-58.467200	10.0000	5.00	mww	124.0	59.0	2.393000	0.62	us	us6000rmpy	2025-12-07T23:33:48.678Z	128 km NE of Crane, Barbados	earthquake	8.160000	1.871000	0.093000	11.0	reviewed	us	us
9104	2025-11-11T03:24:39.120Z	38.821335	-122.847000	1.6700	1.07	md	13.0	80.0	0.009518	0.02	nc	nc75261751	2025-11-11T04:52:20.464Z	9 km WNW of The Geysers, CA	earthquake	0.270000	0.410000	0.150000	14.0	automatic	nc	nc
9105	2025-11-11T03:18:55.840Z	37.763667	-121.932833	7.2600	0.62	md	14.0	86.0	0.022860	0.04	nc	nc75261746	2025-11-21T11:10:59.382Z	4 km ESE of San Ramon, CA	earthquake	0.210000	0.400000	0.274000	11.0	reviewed	nc	nc
9106	2025-11-11T03:15:44.139Z	60.646800	-147.661400	17.9000	1.90	ml	NaN	NaN	NaN	0.84	ak	ak025eh05xil	2025-11-11T03:17:29.664Z	57 km ESE of Whittier, Alaska	earthquake	NaN	0.100000	NaN	NaN	automatic	ak	ak
9107	2025-11-11T02:55:41.730Z	37.599667	-121.587333	7.7900	1.14	md	23.0	70.0	0.015370	0.08	nc	nc75261736	2025-11-21T11:42:19.050Z	18 km ESE of Livermore, CA	earthquake	0.190000	0.310000	0.134000	13.0	reviewed	nc	nc
9108	2025-11-11T02:55:00.360Z	46.190833	-122.196667	8.4300	0.15	ml	12.0	98.0	0.012160	0.13	uw	uw62203952	2025-11-11T19:00:23.800Z	36 km NNE of Amboy, Washington	earthquake	0.440000	0.640000	0.149382	5.0	reviewed	uw	uw

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts